A new treatment for depression is under investigation. Patients are given a psychological test before and after treatment in order to determine the effectiveness of the treatment. Researchers hope to find a difference in test scores before and after treatment. A 95% confidence interval for the population average difference in evaluation scores (before-after) is given by (0.25, 3.75), which was computed based on a random sample of 36 patients.
A) What is the population parameter of interest?
B) Based on the confidence interval, at a 5% significance level, would 0 be considered a reasonable value of the population parameter?
C) Based on the CI, what is the value of the sample statistic (point estimate)?